conftrace_

language model

4599 papers

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Also known as

LMS LM

Co-occurring keywords

large language model (13587) text generation (2913) text classification (6793) transfer learning (5449) question answering (2963) representation learning (6206) knowledge distillation (3725) pre-trained language model (1515) few-shot learning (3398) zero-shot learning (3650)

Papers

ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models NAACL 2025
How much do contextualized representations encode long-range context? NAACL 2025
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025
Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning NAACL 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering NAACL 2025
Linguistically Grounded Analysis of Language Models using Shapley Head Values NAACL 2025
Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025
How many words does it take to understand a low-resource language? NAACL 2025
Towards Codec-LM Co-design for Neural Codec Language Models NAACL 2025
Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions NAACL 2025
Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference ACL 2025
Towards Reliable and Practical Phishing Detection NAACL 2025
Beyond Literal Token Overlap: Token Alignability for Multilinguality NAACL 2025
The Geometry of Numerical Reasoning: Language Models Compare Numeric Properties in Linear Subspaces NAACL 2025
GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025
CausalEval: Towards Better Causal Reasoning in Language Models NAACL 2025
MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools NAACL 2025
HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025
One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversity NAACL 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness NAACL 2025
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models NAACL 2025
Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025
RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
Language Models are Crossword Solvers NAACL 2025